IEEE

AID-SQL: Adaptive In-Context Learning of Text-to-SQL with Difficulty-Aware Instruction and Retrieval-Augmented Generation

Abstract: Recent research in Text-to-SQL translation has primarily adopted in-context learning methods leveraging large language models (LLMs), achieving significant progress. However, these methods ...
InfoQ

AWS Enables Lambda Function Triggers from RDS for SQL Server Database Events

Unlock the power of event-driven architecture with AWS's innovative pattern for Amazon RDS SQL Server. This approach decouples database events from processing, enhancing scalability and responsiveness ...

dbForge 2025.3: AI Assistant in SQL Complete, Expanded Connectivity, and Smarter SQL Workflows

Forge 2025.3 adds AI Assistant to SQL Complete, supports SSMS 22, Visual Studio 2026, MySQL 9.5, MariaDB 12.2, and ...
IEEE

Text to SQL Transformation Using LLM: A Comparative Research of T5, Seq2Seq, and SQLNet Models

Abstract: The transformation of natural language text into SQL queries is a critical task in the domain of natural language processing and database management. This paper presents a comparative ...
GitHub

SQLDRILLER: Automated Validating and Fixing of Text-to-SQL Translation with Execution Consistency

SQLDRILLER is a Text-to-SQL translation correctness checking tool. It introduces and applies Execution Consistency to automatically discover and fix errors in Text-to-SQL datasets, and in Text-to-SQL ...